Model comparison
Claude Opus 4.7 vs Yi-Lightning
Claude Opus 4.7 is the stronger model overall, scoring 58.3 to 37.1 on the Noometry Index.
Last verified . 17 shared benchmarks.
Summary
- They share 17 benchmarks with published results for both. Claude Opus 4.7 scores higher in 8 categories and Yi-Lightning in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in coding, where Claude Opus 4.7 leads 59.6 to 27.4.
Side by side
| Claude Opus 4.7 | Yi-Lightning | |
|---|---|---|
| Provider | Anthropic | 01.AI |
| Noometry Index | 58.3 | 37.1 |
| Released | 2026-04-14 | 2024-12-02 |
| Weights | Proprietary | Proprietary |
| Context window | 1M | — |
| Max output | 128K | — |
| Input $ / M tokens | $5 | — |
| Output $ / M tokens | $25 | — |
| Results tracked | 66 | 18 |
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Category by category
Coding Claude Opus 4.7 leads
Claude Opus 4.7: 59.6 (#13), Yi-Lightning: 27.4 (#320)
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| LMArena Coding | 1518 | 1312 |
| SWE-bench Verified | 83.5% | — |
| FrontierCode | 38.5% | — |
| Aider Polyglot | — | 12.9% |
| LMArena WebDev | 1558 | — |
| SciCode | 54.5% | — |
| GSO | 44.1% | — |
| WeirdML | 76.4% | — |
| MirrorCode | 31.1% | — |
| ALE-Bench | 1,323 | — |
Agentic & Tool Use Not comparable
Claude Opus 4.7: 47.9 (#10), Yi-Lightning: —
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| Terminal-Bench | 80.2% | — |
| APEX-Agents | 49.2% | — |
| OSWorld 2.0 | 18.2% | — |
| τ²-bench Banking | 40.2% | — |
| PostTrainBench | 28.6% | — |
| ExploitBench | 26.5% | — |
| GBAEval | 43.8% | — |
| GDP.pdf | 21% | — |
| LMArena Search | 1233 | — |
| Vending-Bench 2 | 10,937 | — |
Reasoning Claude Opus 4.7 leads
Claude Opus 4.7: 53.8 (#29), Yi-Lightning: 25.9 (#139)
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| LMArena Hard Prompts | 1506 | 1302 |
| ARC-AGI-2 | 75.8% | — |
| SimpleBench | 61.7% | — |
| Kagi LLM Benchmark | 80.7% | — |
| NYT Connections (extended) | 39% | — |
| ARC-AGI-1 | 93.5% | — |
| CritPt | 12% | — |
| Chess Puzzles | 30% | — |
| Thematic Generalization | 72.8% | — |
| EBR-Bench | 19% | — |
| Mystery Game Puzzles | 28% | — |
| DTBench | 94.7% | — |
| LMCA | 52.2% | — |
| Epoch Capabilities Index | 156.25 | — |
| ForecastBench | 60.3 | — |
Math Claude Opus 4.7 leads
Claude Opus 4.7: 66.7 (#26), Yi-Lightning: 36.2 (#172)
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| LMArena Math | 1499 | 1300 |
| FrontierMath (Tiers 1-3) | 70.2% | — |
| FrontierMath Tier 4 | 31.7% | — |
| MathArena Final-Answer Competitions | 73.6% | — |
| OTIS Mock AIME 2024-2025 | 97.8% | — |
| ProofBench | 54% | — |
| FrontierMath (Feb 2025 set) | 43.8% | — |
| FrontierMath Tier 4 (v1) | 22.9% | — |
Knowledge Claude Opus 4.7 leads
Claude Opus 4.7: 62.6 (#23), Yi-Lightning: 35.4 (#185)
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| LMArena Expert | 1521 | 1286 |
| GPQA Diamond | 90.2% | — |
| Humanity's Last Exam | 36.2% | — |
| SimpleQA Verified | 51.7% | — |
| Vectara Hallucination Rate | 12% | — |
Multimodal Not comparable
Claude Opus 4.7: 41.2 (#38), Yi-Lightning: —
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| LMArena Vision | 1316 | — |
| Blueprint-Bench 2 | 24.5% | — |
| Furniture Assembly | 33.3% | — |
| LMArena Document | 1495 | — |
Multilingual Claude Opus 4.7 leads
Claude Opus 4.7: 57.3 (#10), Yi-Lightning: 42.2 (#196)
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| LMArena Non-English | 1480 | 1269 |
| LMArena Chinese | 1531 | 1320 |
| LMArena French | 1503 | 1305 |
| LMArena German | 1495 | 1267 |
| LMArena Japanese | 1472 | 1228 |
| LMArena Korean | 1464 | 1192 |
| LMArena Russian | 1494 | 1255 |
| LMArena Spanish | 1495 | 1315 |
Instruction Following Claude Opus 4.7 leads
Claude Opus 4.7: 78.4 (#10), Yi-Lightning: 67.4 (#196)
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| LMArena Instruction Following | 1498 | 1278 |
Long Context Claude Opus 4.7 leads
Claude Opus 4.7: 46.2 (#25), Yi-Lightning: 39.4 (#181)
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| LMArena Longer Query | 1505 | 1297 |
Writing & Preference Claude Opus 4.7 leads
Claude Opus 4.7: 75.1 (#8), Yi-Lightning: 50.2 (#184)
| Benchmark | Claude Opus 4.7 | Yi-Lightning |
|---|---|---|
| LMArena Text | 1490 | 1302 |
| LMArena Creative Writing | 1486 | 1280 |
| LMArena Multi-Turn | 1505 | 1311 |
| EQ-Bench Creative Writing | 1914 | — |
| EQ-Bench 4 | 1311 | — |
Frequently asked questions
Is Claude Opus 4.7 better than Yi-Lightning?
Claude Opus 4.7 is the stronger model overall, scoring 58.3 to 37.1 on the Noometry Index.
Is Claude Opus 4.7 or Yi-Lightning better for coding?
Claude Opus 4.7 scores higher on coding benchmarks: 59.6 versus 27.4 in the Noometry coding category.
How many benchmarks do Claude Opus 4.7 and Yi-Lightning share?
17 benchmarks have published results for both models. Claude Opus 4.7 has 66 scored results on Noometry and Yi-Lightning has 18.